Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 14620 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.5 MiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
number of bedrooms is highly overall correlated with number of bathrooms and 2 other fields | High correlation |
number of bathrooms is highly overall correlated with number of bedrooms and 6 other fields | High correlation |
living area is highly overall correlated with number of bedrooms and 4 other fields | High correlation |
number of floors is highly overall correlated with number of bathrooms and 3 other fields | High correlation |
grade of the house is highly overall correlated with number of bathrooms and 4 other fields | High correlation |
Area of the house(excluding basement) is highly overall correlated with number of bedrooms and 5 other fields | High correlation |
Built Year is highly overall correlated with number of bathrooms and 1 other fields | High correlation |
Price is highly overall correlated with number of bathrooms and 3 other fields | High correlation |
Area of the basement has 8842 (60.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-17 07:39:49.335920 |
|---|---|
| Analysis finished | 2023-05-17 07:40:11.977080 |
| Duration | 22.64 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
number of bedrooms
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3793434 |
| Minimum | 1 |
|---|---|
| Maximum | 33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 33 |
| Range | 32 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.93871885 |
|---|---|
| Coefficient of variation (CV) | 0.27778144 |
| Kurtosis | 69.24031 |
| Mean | 3.3793434 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.6632569 |
| Sum | 49406 |
| Variance | 0.88119308 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 6612 | |
| 4 | 4724 | |
| 2 | 1844 | 12.6% |
| 5 | 1079 | 7.4% |
| 6 | 176 | 1.2% |
| 1 | 136 | 0.9% |
| 7 | 30 | 0.2% |
| 8 | 11 | 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 3 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 136 | 0.9% |
| 2 | 1844 | 12.6% |
| 3 | 6612 | |
| 4 | 4724 | |
| 5 | 1079 | 7.4% |
| 6 | 176 | 1.2% |
| 7 | 30 | 0.2% |
| 8 | 11 | 0.1% |
| 9 | 3 | < 0.1% |
| 10 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 11 | 0.1% |
| 7 | 30 | 0.2% |
| 6 | 176 | 1.2% |
| 5 | 1079 | 7.4% |
| 4 | 4724 | |
| 3 | 6612 |
number of bathrooms
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1295828 |
| Minimum | 0.5 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.75 |
| median | 2.25 |
| Q3 | 2.5 |
| 95-th percentile | 3.5 |
| Maximum | 8 |
| Range | 7.5 |
| Interquartile range (IQR) | 0.75 |
Descriptive statistics
| Standard deviation | 0.7699345 |
|---|---|
| Coefficient of variation (CV) | 0.36154242 |
| Kurtosis | 1.5881949 |
| Mean | 2.1295828 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.55666314 |
| Sum | 31134.5 |
| Variance | 0.59279913 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 3678 | |
| 1 | 2509 | |
| 1.75 | 2062 | |
| 2.25 | 1378 | 9.4% |
| 2 | 1323 | 9.0% |
| 1.5 | 968 | 6.6% |
| 2.75 | 831 | 5.7% |
| 3 | 510 | 3.5% |
| 3.5 | 504 | 3.4% |
| 3.25 | 424 | 2.9% |
| Other values (19) | 433 | 3.0% |
| Value | Count | Frequency (%) |
| 0.5 | 3 | < 0.1% |
| 0.75 | 47 | 0.3% |
| 1 | 2509 | |
| 1.25 | 7 | < 0.1% |
| 1.5 | 968 | 6.6% |
| 1.75 | 2062 | |
| 2 | 1323 | 9.0% |
| 2.25 | 1378 | 9.4% |
| 2.5 | 3678 | |
| 2.75 | 831 | 5.7% |
| Value | Count | Frequency (%) |
| 8 | 2 | < 0.1% |
| 7.75 | 1 | < 0.1% |
| 7.5 | 1 | < 0.1% |
| 6.75 | 2 | < 0.1% |
| 6.5 | 1 | < 0.1% |
| 6.25 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5.75 | 2 | < 0.1% |
| 5.5 | 8 | |
| 5.25 | 12 |
living area
Real number (ℝ)
| Distinct | 865 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2098.263 |
| Minimum | 370 |
|---|---|
| Maximum | 13540 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 370 |
|---|---|
| 5-th percentile | 940 |
| Q1 | 1440 |
| median | 1930 |
| Q3 | 2570 |
| 95-th percentile | 3800 |
| Maximum | 13540 |
| Range | 13170 |
| Interquartile range (IQR) | 1130 |
Descriptive statistics
| Standard deviation | 928.27572 |
|---|---|
| Coefficient of variation (CV) | 0.44240199 |
| Kurtosis | 6.0736171 |
| Mean | 2098.263 |
| Median Absolute Deviation (MAD) | 550 |
| Skewness | 1.5383366 |
| Sum | 30676605 |
| Variance | 861695.81 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1400 | 93 | 0.6% |
| 1010 | 92 | 0.6% |
| 1320 | 91 | 0.6% |
| 1660 | 90 | 0.6% |
| 1820 | 88 | 0.6% |
| 1440 | 86 | 0.6% |
| 2100 | 85 | 0.6% |
| 1800 | 84 | 0.6% |
| 1720 | 84 | 0.6% |
| 1480 | 84 | 0.6% |
| Other values (855) | 13743 |
| Value | Count | Frequency (%) |
| 370 | 1 | |
| 380 | 1 | |
| 420 | 1 | |
| 430 | 1 | |
| 440 | 1 | |
| 460 | 1 | |
| 470 | 1 | |
| 480 | 2 | |
| 490 | 1 | |
| 500 | 1 |
| Value | Count | Frequency (%) |
| 13540 | 1 | |
| 12050 | 1 | |
| 10040 | 1 | |
| 9890 | 1 | |
| 9640 | 1 | |
| 9200 | 1 | |
| 8670 | 1 | |
| 8020 | 1 | |
| 8010 | 1 | |
| 7710 | 1 |
lot area
Real number (ℝ)
| Distinct | 7451 |
|---|---|
| Distinct (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15093.281 |
| Minimum | 520 |
|---|---|
| Maximum | 1074218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 520 |
|---|---|
| 5-th percentile | 1752.9 |
| Q1 | 5010.75 |
| median | 7620 |
| Q3 | 10800 |
| 95-th percentile | 43832.3 |
| Maximum | 1074218 |
| Range | 1073698 |
| Interquartile range (IQR) | 5789.25 |
Descriptive statistics
| Standard deviation | 37919.621 |
|---|---|
| Coefficient of variation (CV) | 2.5123511 |
| Kurtosis | 164.75727 |
| Mean | 15093.281 |
| Median Absolute Deviation (MAD) | 2655 |
| Skewness | 10.155206 |
| Sum | 2.2066377 × 108 |
| Variance | 1.4378977 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 269 | 1.8% |
| 6000 | 176 | 1.2% |
| 4000 | 172 | 1.2% |
| 7200 | 149 | 1.0% |
| 7500 | 82 | 0.6% |
| 4800 | 80 | 0.5% |
| 4500 | 75 | 0.5% |
| 9600 | 73 | 0.5% |
| 9000 | 72 | 0.5% |
| 8400 | 72 | 0.5% |
| Other values (7441) | 13400 |
| Value | Count | Frequency (%) |
| 520 | 1 | |
| 635 | 1 | |
| 638 | 1 | |
| 676 | 1 | |
| 681 | 1 | |
| 696 | 1 | |
| 704 | 1 | |
| 705 | 1 | |
| 711 | 1 | |
| 713 | 1 |
| Value | Count | Frequency (%) |
| 1074218 | 1 | |
| 982998 | 1 | |
| 982278 | 1 | |
| 843309 | 1 | |
| 641203 | 1 | |
| 577605 | 1 | |
| 533610 | 1 | |
| 507038 | 1 | |
| 505166 | 1 | |
| 501376 | 1 |
number of floors
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5023598 |
| Minimum | 1 |
|---|---|
| Maximum | 3.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1.5 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 3.5 |
| Range | 2.5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.54023861 |
|---|---|
| Coefficient of variation (CV) | 0.35959337 |
| Kurtosis | -0.52357613 |
| Mean | 1.5023598 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.58615758 |
| Sum | 21964.5 |
| Variance | 0.29185776 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7103 | |
| 2 | 5666 | |
| 1.5 | 1311 | 9.0% |
| 3 | 418 | 2.9% |
| 2.5 | 118 | 0.8% |
| 3.5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 7103 | |
| 1.5 | 1311 | 9.0% |
| 2 | 5666 | |
| 2.5 | 118 | 0.8% |
| 3 | 418 | 2.9% |
| 3.5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 3.5 | 4 | < 0.1% |
| 3 | 418 | 2.9% |
| 2.5 | 118 | 0.8% |
| 2 | 5666 | |
| 1.5 | 1311 | 9.0% |
| 1 | 7103 |
condition of the house
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 828.2 KiB |
| 3 | |
|---|---|
| 4 | |
| 5 | |
| 2 | 100 |
| 1 | 18 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 14620 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 5 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 9350 | |
| 4 | 3874 | |
| 5 | 1278 | 8.7% |
| 2 | 100 | 0.7% |
| 1 | 18 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 9350 | |
| 4 | 3874 | |
| 5 | 1278 | 8.7% |
| 2 | 100 | 0.7% |
| 1 | 18 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 9350 | |
| 4 | 3874 | |
| 5 | 1278 | 8.7% |
| 2 | 100 | 0.7% |
| 1 | 18 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14620 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 9350 | |
| 4 | 3874 | |
| 5 | 1278 | 8.7% |
| 2 | 100 | 0.7% |
| 1 | 18 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 14620 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 9350 | |
| 4 | 3874 | |
| 5 | 1278 | 8.7% |
| 2 | 100 | 0.7% |
| 1 | 18 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14620 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 9350 | |
| 4 | 3874 | |
| 5 | 1278 | 8.7% |
| 2 | 100 | 0.7% |
| 1 | 18 | 0.1% |
grade of the house
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6824213 |
| Minimum | 4 |
|---|---|
| Maximum | 13 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 7 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 13 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1750328 |
|---|---|
| Coefficient of variation (CV) | 0.15295083 |
| Kurtosis | 1.0480222 |
| Mean | 7.6824213 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.77758351 |
| Sum | 112317 |
| Variance | 1.380702 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 6011 | |
| 8 | 4137 | |
| 9 | 1828 | 12.5% |
| 6 | 1324 | 9.1% |
| 10 | 804 | 5.5% |
| 11 | 280 | 1.9% |
| 5 | 154 | 1.1% |
| 12 | 55 | 0.4% |
| 4 | 17 | 0.1% |
| 13 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 4 | 17 | 0.1% |
| 5 | 154 | 1.1% |
| 6 | 1324 | 9.1% |
| 7 | 6011 | |
| 8 | 4137 | |
| 9 | 1828 | 12.5% |
| 10 | 804 | 5.5% |
| 11 | 280 | 1.9% |
| 12 | 55 | 0.4% |
| 13 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 13 | 10 | 0.1% |
| 12 | 55 | 0.4% |
| 11 | 280 | 1.9% |
| 10 | 804 | 5.5% |
| 9 | 1828 | 12.5% |
| 8 | 4137 | |
| 7 | 6011 | |
| 6 | 1324 | 9.1% |
| 5 | 154 | 1.1% |
| 4 | 17 | 0.1% |
Area of the house(excluding basement)
Real number (ℝ)
| Distinct | 781 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1801.7839 |
| Minimum | 370 |
|---|---|
| Maximum | 9410 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 370 |
|---|---|
| 5-th percentile | 860 |
| Q1 | 1200 |
| median | 1580 |
| Q3 | 2240 |
| 95-th percentile | 3400 |
| Maximum | 9410 |
| Range | 9040 |
| Interquartile range (IQR) | 1040 |
Descriptive statistics
| Standard deviation | 833.80996 |
|---|---|
| Coefficient of variation (CV) | 0.46276912 |
| Kurtosis | 3.4022583 |
| Mean | 1801.7839 |
| Median Absolute Deviation (MAD) | 460 |
| Skewness | 1.4364458 |
| Sum | 26342081 |
| Variance | 695239.05 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1010 | 146 | 1.0% |
| 1200 | 138 | 0.9% |
| 1300 | 138 | 0.9% |
| 1140 | 127 | 0.9% |
| 1400 | 126 | 0.9% |
| 1220 | 125 | 0.9% |
| 1340 | 123 | 0.8% |
| 1060 | 123 | 0.8% |
| 1320 | 118 | 0.8% |
| 1100 | 117 | 0.8% |
| Other values (771) | 13339 |
| Value | Count | Frequency (%) |
| 370 | 1 | < 0.1% |
| 380 | 1 | < 0.1% |
| 420 | 1 | < 0.1% |
| 430 | 1 | < 0.1% |
| 440 | 1 | < 0.1% |
| 460 | 1 | < 0.1% |
| 470 | 1 | < 0.1% |
| 480 | 3 | |
| 490 | 2 | |
| 500 | 2 |
| Value | Count | Frequency (%) |
| 9410 | 1 | |
| 8860 | 1 | |
| 8570 | 1 | |
| 8020 | 1 | |
| 7680 | 1 | |
| 7320 | 1 | |
| 6640 | 1 | |
| 6430 | 1 | |
| 6420 | 1 | |
| 6380 | 1 |
Area of the basement
Real number (ℝ)
| Distinct | 280 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 296.47907 |
| Minimum | 0 |
|---|---|
| Maximum | 4820 |
| Zeros | 8842 |
| Zeros (%) | 60.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 580 |
| 95-th percentile | 1190 |
| Maximum | 4820 |
| Range | 4820 |
| Interquartile range (IQR) | 580 |
Descriptive statistics
| Standard deviation | 448.55141 |
|---|---|
| Coefficient of variation (CV) | 1.5129277 |
| Kurtosis | 3.1396354 |
| Mean | 296.47907 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.6097443 |
| Sum | 4334524 |
| Variance | 201198.37 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8842 | |
| 800 | 157 | 1.1% |
| 600 | 148 | 1.0% |
| 700 | 147 | 1.0% |
| 500 | 146 | 1.0% |
| 400 | 121 | 0.8% |
| 1000 | 107 | 0.7% |
| 900 | 98 | 0.7% |
| 300 | 96 | 0.7% |
| 620 | 71 | 0.5% |
| Other values (270) | 4687 |
| Value | Count | Frequency (%) |
| 0 | 8842 | |
| 10 | 2 | < 0.1% |
| 20 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 50 | 10 | 0.1% |
| 60 | 7 | < 0.1% |
| 65 | 1 | < 0.1% |
| 70 | 4 | < 0.1% |
| 80 | 10 | 0.1% |
| 90 | 14 | 0.1% |
| Value | Count | Frequency (%) |
| 4820 | 1 | |
| 4130 | 1 | |
| 3500 | 1 | |
| 3480 | 1 | |
| 3260 | 1 | |
| 3000 | 1 | |
| 2850 | 1 | |
| 2810 | 1 | |
| 2730 | 1 | |
| 2720 | 1 |
Built Year
Real number (ℝ)
| Distinct | 116 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1970.9264 |
| Minimum | 1900 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1915 |
| Q1 | 1951 |
| median | 1975 |
| Q3 | 1997 |
| 95-th percentile | 2011 |
| Maximum | 2015 |
| Range | 115 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 29.493625 |
|---|---|
| Coefficient of variation (CV) | 0.014964346 |
| Kurtosis | -0.67347362 |
| Mean | 1970.9264 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | -0.47204858 |
| Sum | 28814944 |
| Variance | 869.87392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2014 | 404 | 2.8% |
| 2005 | 319 | 2.2% |
| 2006 | 300 | 2.1% |
| 2004 | 296 | 2.0% |
| 2003 | 295 | 2.0% |
| 2007 | 274 | 1.9% |
| 1977 | 266 | 1.8% |
| 1978 | 264 | 1.8% |
| 1968 | 253 | 1.7% |
| 2008 | 241 | 1.6% |
| Other values (106) | 11708 |
| Value | Count | Frequency (%) |
| 1900 | 61 | |
| 1901 | 21 | 0.1% |
| 1902 | 20 | 0.1% |
| 1903 | 33 | |
| 1904 | 28 | 0.2% |
| 1905 | 46 | |
| 1906 | 67 | |
| 1907 | 49 | |
| 1908 | 54 | |
| 1909 | 72 |
| Value | Count | Frequency (%) |
| 2015 | 12 | 0.1% |
| 2014 | 404 | |
| 2013 | 130 | 0.9% |
| 2012 | 103 | 0.7% |
| 2011 | 98 | 0.7% |
| 2010 | 85 | 0.6% |
| 2009 | 148 | 1.0% |
| 2008 | 241 | |
| 2007 | 274 | |
| 2006 | 300 |
Postal Code
Real number (ℝ)
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122033.06 |
| Minimum | 122003 |
|---|---|
| Maximum | 122072 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 122003 |
|---|---|
| 5-th percentile | 122006 |
| Q1 | 122017 |
| median | 122032 |
| Q3 | 122048 |
| 95-th percentile | 122066 |
| Maximum | 122072 |
| Range | 69 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 19.082418 |
|---|---|
| Coefficient of variation (CV) | 0.00015637089 |
| Kurtosis | -1.0583636 |
| Mean | 122033.06 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.22773543 |
| Sum | 1.7841234 × 109 |
| Variance | 364.13868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 122028 | 432 | 3.0% |
| 122005 | 416 | 2.8% |
| 122006 | 397 | 2.7% |
| 122007 | 396 | 2.7% |
| 122033 | 383 | 2.6% |
| 122024 | 376 | 2.6% |
| 122027 | 347 | 2.4% |
| 122035 | 343 | 2.3% |
| 122018 | 335 | 2.3% |
| 122038 | 322 | 2.2% |
| Other values (60) | 10873 |
| Value | Count | Frequency (%) |
| 122003 | 130 | 0.9% |
| 122004 | 157 | 1.1% |
| 122005 | 416 | |
| 122006 | 397 | |
| 122007 | 396 | |
| 122008 | 198 | |
| 122009 | 216 | |
| 122010 | 291 | |
| 122011 | 229 | |
| 122012 | 285 |
| Value | Count | Frequency (%) |
| 122072 | 132 | |
| 122071 | 37 | 0.3% |
| 122070 | 83 | 0.6% |
| 122069 | 89 | 0.6% |
| 122068 | 154 | |
| 122067 | 179 | |
| 122066 | 87 | 0.6% |
| 122065 | 155 | |
| 122064 | 253 | |
| 122063 | 185 |
Distance from the airport
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.950958 |
| Minimum | 50 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 57 |
| median | 65 |
| Q3 | 73 |
| 95-th percentile | 79 |
| Maximum | 80 |
| Range | 30 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 8.9360078 |
|---|---|
| Coefficient of variation (CV) | 0.13758085 |
| Kurtosis | -1.2030482 |
| Mean | 64.950958 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.0061143303 |
| Sum | 949583 |
| Variance | 79.852236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 54 | 514 | 3.5% |
| 70 | 511 | 3.5% |
| 64 | 500 | 3.4% |
| 50 | 495 | 3.4% |
| 79 | 487 | 3.3% |
| 60 | 486 | 3.3% |
| 67 | 485 | 3.3% |
| 56 | 484 | 3.3% |
| 53 | 484 | 3.3% |
| 59 | 482 | 3.3% |
| Other values (21) | 9692 |
| Value | Count | Frequency (%) |
| 50 | 495 | |
| 51 | 442 | |
| 52 | 447 | |
| 53 | 484 | |
| 54 | 514 | |
| 55 | 473 | |
| 56 | 484 | |
| 57 | 467 | |
| 58 | 474 | |
| 59 | 482 |
| Value | Count | Frequency (%) |
| 80 | 454 | |
| 79 | 487 | |
| 78 | 461 | |
| 77 | 465 | |
| 76 | 458 | |
| 75 | 466 | |
| 74 | 471 | |
| 73 | 466 | |
| 72 | 471 | |
| 71 | 465 |
Price
Real number (ℝ)
| Distinct | 2901 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 538932.22 |
| Minimum | 78000 |
|---|---|
| Maximum | 7700000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 114.3 KiB |
Quantile statistics
| Minimum | 78000 |
|---|---|
| 5-th percentile | 210000 |
| Q1 | 320000 |
| median | 450000 |
| Q3 | 645000 |
| 95-th percentile | 1150000 |
| Maximum | 7700000 |
| Range | 7622000 |
| Interquartile range (IQR) | 325000 |
Descriptive statistics
| Standard deviation | 367532.38 |
|---|---|
| Coefficient of variation (CV) | 0.68196402 |
| Kurtosis | 40.321918 |
| Mean | 538932.22 |
| Median Absolute Deviation (MAD) | 150000 |
| Skewness | 4.2692977 |
| Sum | 7.879189 × 109 |
| Variance | 1.3508005 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 450000 | 114 | 0.8% |
| 350000 | 113 | 0.8% |
| 400000 | 104 | 0.7% |
| 375000 | 103 | 0.7% |
| 550000 | 102 | 0.7% |
| 500000 | 101 | 0.7% |
| 300000 | 97 | 0.7% |
| 425000 | 93 | 0.6% |
| 250000 | 92 | 0.6% |
| 525000 | 88 | 0.6% |
| Other values (2891) | 13613 |
| Value | Count | Frequency (%) |
| 78000 | 1 | < 0.1% |
| 80000 | 1 | < 0.1% |
| 82000 | 1 | < 0.1% |
| 82500 | 1 | < 0.1% |
| 83000 | 1 | < 0.1% |
| 85000 | 1 | < 0.1% |
| 86500 | 1 | < 0.1% |
| 89000 | 1 | < 0.1% |
| 90000 | 3 | |
| 92000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7700000 | 1 | |
| 7060000 | 1 | |
| 6890000 | 1 | |
| 5570000 | 1 | |
| 5110000 | 1 | |
| 4670000 | 1 | |
| 4490000 | 1 | |
| 4000000 | 1 | |
| 3850000 | 1 | |
| 3800000 | 2 |
| number of bedrooms | number of bathrooms | living area | lot area | number of floors | grade of the house | Area of the house(excluding basement) | Area of the basement | Built Year | Postal Code | Distance from the airport | Price | condition of the house | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| number of bedrooms | 1.000 | 0.521 | 0.647 | 0.212 | 0.229 | 0.383 | 0.539 | 0.229 | 0.180 | -0.047 | -0.007 | 0.351 | 0.012 |
| number of bathrooms | 0.521 | 1.000 | 0.742 | 0.066 | 0.551 | 0.657 | 0.688 | 0.192 | 0.561 | -0.115 | 0.008 | 0.508 | 0.121 |
| living area | 0.647 | 0.742 | 1.000 | 0.302 | 0.402 | 0.718 | 0.843 | 0.328 | 0.345 | -0.098 | 0.002 | 0.658 | 0.053 |
| lot area | 0.212 | 0.066 | 0.302 | 1.000 | -0.220 | 0.150 | 0.274 | 0.029 | -0.034 | 0.109 | -0.007 | 0.080 | 0.017 |
| number of floors | 0.229 | 0.551 | 0.402 | -0.220 | 1.000 | 0.509 | 0.602 | -0.271 | 0.547 | -0.127 | 0.018 | 0.331 | 0.183 |
| grade of the house | 0.383 | 0.657 | 0.718 | 0.150 | 0.509 | 1.000 | 0.715 | 0.088 | 0.495 | -0.160 | 0.005 | 0.672 | 0.131 |
| Area of the house(excluding basement) | 0.539 | 0.688 | 0.843 | 0.274 | 0.602 | 0.715 | 1.000 | -0.167 | 0.468 | -0.092 | 0.007 | 0.554 | 0.108 |
| Area of the basement | 0.229 | 0.192 | 0.328 | 0.029 | -0.271 | 0.088 | -0.167 | 1.000 | -0.184 | -0.023 | 0.001 | 0.254 | 0.100 |
| Built Year | 0.180 | 0.561 | 0.345 | -0.034 | 0.547 | 0.495 | 0.468 | -0.184 | 1.000 | -0.071 | -0.002 | 0.104 | 0.256 |
| Postal Code | -0.047 | -0.115 | -0.098 | 0.109 | -0.127 | -0.160 | -0.092 | -0.023 | -0.071 | 1.000 | 0.012 | -0.293 | 0.062 |
| Distance from the airport | -0.007 | 0.008 | 0.002 | -0.007 | 0.018 | 0.005 | 0.007 | 0.001 | -0.002 | 0.012 | 1.000 | 0.005 | 0.004 |
| Price | 0.351 | 0.508 | 0.658 | 0.080 | 0.331 | 0.672 | 0.554 | 0.254 | 0.104 | -0.293 | 0.005 | 1.000 | 0.024 |
| condition of the house | 0.012 | 0.121 | 0.053 | 0.017 | 0.183 | 0.131 | 0.108 | 0.100 | 0.256 | 0.062 | 0.004 | 0.024 | 1.000 |
| number of bedrooms | number of bathrooms | living area | lot area | number of floors | condition of the house | grade of the house | Area of the house(excluding basement) | Area of the basement | Built Year | Postal Code | Distance from the airport | Price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 2.50 | 3650 | 9050 | 2.0 | 5 | 10 | 3370 | 280 | 1921 | 122003 | 58 | 2380000 |
| 1 | 4 | 2.50 | 2920 | 4000 | 1.5 | 5 | 8 | 1910 | 1010 | 1909 | 122004 | 51 | 1400000 |
| 2 | 5 | 2.75 | 2910 | 9480 | 1.5 | 3 | 8 | 2910 | 0 | 1939 | 122004 | 53 | 1200000 |
| 3 | 4 | 2.50 | 3310 | 42998 | 2.0 | 3 | 9 | 3310 | 0 | 2001 | 122005 | 76 | 838000 |
| 4 | 3 | 2.00 | 2710 | 4500 | 1.5 | 4 | 8 | 1880 | 830 | 1929 | 122006 | 51 | 805000 |
| 5 | 3 | 2.50 | 2600 | 4750 | 1.0 | 4 | 9 | 1700 | 900 | 1951 | 122007 | 67 | 790000 |
| 6 | 5 | 3.25 | 3660 | 11995 | 2.0 | 3 | 10 | 3660 | 0 | 2006 | 122008 | 72 | 785000 |
| 7 | 3 | 1.75 | 2240 | 10578 | 2.0 | 5 | 8 | 1550 | 690 | 1923 | 122006 | 71 | 750000 |
| 8 | 3 | 2.50 | 2390 | 6550 | 1.0 | 4 | 8 | 1440 | 950 | 1955 | 122009 | 73 | 750000 |
| 9 | 4 | 2.25 | 2200 | 11250 | 1.5 | 5 | 7 | 1300 | 900 | 1920 | 122010 | 53 | 698000 |
| number of bedrooms | number of bathrooms | living area | lot area | number of floors | condition of the house | grade of the house | Area of the house(excluding basement) | Area of the basement | Built Year | Postal Code | Distance from the airport | Price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14610 | 4 | 2.75 | 1810 | 7350 | 1.0 | 4 | 7 | 1200 | 610 | 1980 | 122065 | 73 | 272000 |
| 14611 | 3 | 1.75 | 1350 | 7686 | 1.0 | 3 | 7 | 1350 | 0 | 1987 | 122024 | 70 | 261000 |
| 14612 | 3 | 1.00 | 1180 | 5350 | 1.5 | 4 | 6 | 1180 | 0 | 1959 | 122063 | 54 | 260000 |
| 14613 | 3 | 1.00 | 1400 | 10425 | 1.0 | 4 | 7 | 1400 | 0 | 1968 | 122040 | 59 | 241500 |
| 14614 | 3 | 1.75 | 1590 | 7931 | 1.0 | 3 | 7 | 1190 | 400 | 1979 | 122024 | 80 | 240000 |
| 14615 | 2 | 1.50 | 1556 | 20000 | 1.0 | 4 | 7 | 1556 | 0 | 1957 | 122066 | 76 | 221700 |
| 14616 | 3 | 2.00 | 1680 | 7000 | 1.5 | 4 | 7 | 1680 | 0 | 1968 | 122072 | 59 | 219200 |
| 14617 | 2 | 1.00 | 1070 | 6120 | 1.0 | 3 | 6 | 1070 | 0 | 1962 | 122056 | 64 | 209000 |
| 14618 | 4 | 1.00 | 1030 | 6621 | 1.0 | 4 | 6 | 1030 | 0 | 1955 | 122042 | 54 | 205000 |
| 14619 | 3 | 1.00 | 900 | 4770 | 1.0 | 3 | 6 | 900 | 0 | 1969 | 122018 | 55 | 146000 |